Extracting Biomarkers from Dynamic Images - Approaches and Challenges

Jakub Nalepa, Michael P. Hayball, Stephen J. Brown, Michal Kawulok, Janusz Szymanek

Abstract

Imaging technologies have developed rapidly over the past decade proving to be valuable and effective tools for diagnosis, evaluation and treatment of many conditions, especially cancer. Dynamic contrast enhanced imaging using computed tomography or magnetic resonance has been shown particularly effective and has been intensively studied to allow for assessing the vascular support of various tumours and other tissues. In this paper, we discuss current approaches and most important challenges in extracting markers from such dynamic images. These difficulties have to be resolved in order to ultimately improve patient care.

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Paper Citation


in Harvard Style

Nalepa J., Hayball M., Brown S., Kawulok M. and Szymanek J. (2018). Extracting Biomarkers from Dynamic Images - Approaches and Challenges.In Proceedings of the 7th International Conference on Pattern Recognition Applications and Methods - Volume 1: ICPRAM, ISBN 978-989-758-276-9, pages 520-525. DOI: 10.5220/0006652505200525


in Bibtex Style

@conference{icpram18,
author={Jakub Nalepa and Michael P. Hayball and Stephen J. Brown and Michal Kawulok and Janusz Szymanek},
title={Extracting Biomarkers from Dynamic Images - Approaches and Challenges},
booktitle={Proceedings of the 7th International Conference on Pattern Recognition Applications and Methods - Volume 1: ICPRAM,},
year={2018},
pages={520-525},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0006652505200525},
isbn={978-989-758-276-9},
}


in EndNote Style

TY - CONF

JO - Proceedings of the 7th International Conference on Pattern Recognition Applications and Methods - Volume 1: ICPRAM,
TI - Extracting Biomarkers from Dynamic Images - Approaches and Challenges
SN - 978-989-758-276-9
AU - Nalepa J.
AU - Hayball M.
AU - Brown S.
AU - Kawulok M.
AU - Szymanek J.
PY - 2018
SP - 520
EP - 525
DO - 10.5220/0006652505200525